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TracNetwork/mayhem-catalog-huihui-ai-Huihui-Agents-A1-abliterated-GGUF

TracNetwork GGUF MoE multimodal 262K ctx
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Response includes
  • classification m8
  • files 5
  • hub_downloads_all_time 299
  • author_summary 2 models
  • readme_text full
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Abliteration classifier · v1.0.0
M8
Primary method

Repackaging (quantization)

Applied on top of direct removal inherited from the base model.
Confidence
MEDIUM
Inherited from base model
Why this label 3 signals
Method inferred from partial signals - repository name, related files, or tag patterns. Producer identity not confirmed; label may sharpen or shift as we gather more evidence.
  • 'abliterated' in name/tags
  • is_gguf=1
  • assume M1 (base ablation) + M8 (GGUF quant) - default when producer unknown
Refusal direction extraction

No specific extraction method could be identified for this model. The producer either did not document it or used a proprietary pipeline.

What is a refusal direction? →
Downloads · lifetime
299
77 last 30d - stable
Likes
0
Model age
2mo ago
created 2026-07-24
Downloads over time
Now324→from122↑166%
112189267344122 on Jul 22324 on Oct 11324 on Oct 10JulAugSepOct
Jul 22 → Oct 11 · 52 snapshots · spans 81 days

Genealogy 0 direct forks

Full fork graph →

This model's place in the market. Above: what it was derived from. Below: the tree of everything derived from it.

Metadata

License
apache-2.0
Quantizations
Q4_K
Tags
transformers gguf moe vlm vision agentic abliterated uncensored huihui text-generation base_model:InternScience/Agents-A1 base_model:quantized:InternScience/Agents-A1

Related

Total size
19.7 GB
Files
5
Quantizations
3
Registered
2026-08-22 13:56
Last updated on HF
2026-07-24 10:06

Files by quantization

Q4_K 1 file 19.7 GB
Agents-A1-abliterated-Q4_K.gguf 19.7 GB 5501d03b download
BF16 1 file 861 MB
mmproj-model-bf16.gguf 861 MB cb9d3139 download
Auxiliary files 3 files 15.0 KB
LICENSE 11.1 KB d6456956 download
README.md 2.32 KB 6fda516a download
.gitattributes 1.61 KB f0f248ec download

README current version from Hugging Face


library_name: transformers
license: apache-2.0
pipeline_tag: text-generation
base_model:

  • InternScience/Agents-A1
    tags:
  • moe
  • vlm
  • vision
  • agentic
  • abliterated
  • uncensored
  • huihui

huihui-ai/Huihui-Agents-A1-abliterated-GGUF

This is an uncensored version of InternScience/Agents-A1 created with abliteration (see remove-refusals-with-transformers to know more about it).
This is a crude, proof-of-concept implementation to remove refusals from an LLM model without using TransformerLens.

llama.cpp

Use the latest llama.cpp,

llama-cli -m huihui-ai/Huihui-Agents-A1-abliterated-GGUF/Agents-A1-abliterated-bf16.gguf -c 262144

Usage Warnings

  • Risk of Sensitive or Controversial Outputs: This model’s safety filtering has been significantly reduced, potentially generating sensitive, controversial, or inappropriate content. Users should exercise caution and rigorously review generated outputs.

  • Not Suitable for All Audiences: Due to limited content filtering, the model’s outputs may be inappropriate for public settings, underage users, or applications requiring high security.

  • Legal and Ethical Responsibilities: Users must ensure their usage complies with local laws and ethical standards. Generated content may carry legal or ethical risks, and users are solely responsible for any consequences.

  • Research and Experimental Use: It is recommended to use this model for research, testing, or controlled environments, avoiding direct use in production or public-facing commercial applications.

  • Monitoring and Review Recommendations: Users are strongly advised to monitor model outputs in real-time and conduct manual reviews when necessary to prevent the dissemination of inappropriate content.

  • No Default Safety Guarantees: Unlike standard models, this model has not undergone rigorous safety optimization. huihui.ai bears no responsibility for any consequences arising from its use.

Donation

Your donation helps us continue our further development and improvement, a cup of coffee can do it.
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README history 1 version

The author's README evolved over time. Click a version to see its content at that point.

  1. 2026-07-24Add files using upload-large-folder tool59d0dfb2.3 KB
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